Fold 0
Model 0 best validation auc = 0.662441 on epoch 54
Model 0 test auc = 0.757977
Ensemble test auc = 0.757977
Fold 1
Model 0 best validation auc = 0.677934 on epoch 45
Model 0 test auc = 0.762191
Ensemble test auc = 0.762191
Fold 2
Model 0 best validation auc = 0.668545 on epoch 30
Model 0 test auc = 0.738110
Ensemble test auc = 0.738110
Fold 3
Model 0 best validation auc = 0.670423 on epoch 36
Model 0 test auc = 0.749548
Ensemble test auc = 0.749548
Fold 4
Model 0 best validation auc = 0.666667 on epoch 34
Model 0 test auc = 0.748344
Ensemble test auc = 0.748344
Fold 5
Model 0 best validation auc = 0.661972 on epoch 54
Model 0 test auc = 0.763998
Ensemble test auc = 0.763998
Fold 6
Model 0 best validation auc = 0.668545 on epoch 46
Model 0 test auc = 0.763396
Ensemble test auc = 0.763396
Fold 7
Model 0 best validation auc = 0.667136 on epoch 29
Model 0 test auc = 0.738712
Ensemble test auc = 0.738712
Fold 8
Model 0 best validation auc = 0.670423 on epoch 26
Model 0 test auc = 0.737508
Ensemble test auc = 0.737508
Fold 9
Model 0 best validation auc = 0.662441 on epoch 53
Model 0 test auc = 0.771824
Ensemble test auc = 0.771824
10-fold cross validation
	Seed 0 ==> test auc = 0.757977
	Seed 1 ==> test auc = 0.762191
	Seed 2 ==> test auc = 0.738110
	Seed 3 ==> test auc = 0.749548
	Seed 4 ==> test auc = 0.748344
	Seed 5 ==> test auc = 0.763998
	Seed 6 ==> test auc = 0.763396
	Seed 7 ==> test auc = 0.738712
	Seed 8 ==> test auc = 0.737508
	Seed 9 ==> test auc = 0.771824
Overall test auc = 0.753161 +/- 0.011798
Elapsed time = 0:03:26
Fold 0
Model 0 best validation auc = 0.662441 on epoch 54
Model 0 test auc = 0.757977
Ensemble test auc = 0.757977
Fold 1
Model 0 best validation auc = 0.677934 on epoch 45
Model 0 test auc = 0.762191
Ensemble test auc = 0.762191
Fold 2
Model 0 best validation auc = 0.668545 on epoch 30
Model 0 test auc = 0.738110
Ensemble test auc = 0.738110
Fold 3
Model 0 best validation auc = 0.670423 on epoch 36
Model 0 test auc = 0.749548
Ensemble test auc = 0.749548
Fold 4
Model 0 best validation auc = 0.666667 on epoch 34
Model 0 test auc = 0.748344
Ensemble test auc = 0.748344
Fold 5
Model 0 best validation auc = 0.661972 on epoch 54
Model 0 test auc = 0.763998
Ensemble test auc = 0.763998
Fold 6
Model 0 best validation auc = 0.668545 on epoch 46
Model 0 test auc = 0.763396
Ensemble test auc = 0.763396
Fold 7
Model 0 best validation auc = 0.667136 on epoch 29
Model 0 test auc = 0.738712
Ensemble test auc = 0.738712
Fold 8
Model 0 best validation auc = 0.670423 on epoch 26
Model 0 test auc = 0.737508
Ensemble test auc = 0.737508
Fold 9
Model 0 best validation auc = 0.662441 on epoch 53
Model 0 test auc = 0.771824
Ensemble test auc = 0.771824
10-fold cross validation
	Seed 0 ==> test auc = 0.757977
	Seed 1 ==> test auc = 0.762191
	Seed 2 ==> test auc = 0.738110
	Seed 3 ==> test auc = 0.749548
	Seed 4 ==> test auc = 0.748344
	Seed 5 ==> test auc = 0.763998
	Seed 6 ==> test auc = 0.763396
	Seed 7 ==> test auc = 0.738712
	Seed 8 ==> test auc = 0.737508
	Seed 9 ==> test auc = 0.771824
Overall test auc = 0.753161 +/- 0.011798
Elapsed time = 0:03:38
Fold 0
Model 0 best validation auc = 0.662441 on epoch 54
Model 0 test auc = 0.757977
Ensemble test auc = 0.757977
Fold 1
Model 0 best validation auc = 0.677934 on epoch 45
Model 0 test auc = 0.762191
Ensemble test auc = 0.762191
Fold 2
Model 0 best validation auc = 0.668545 on epoch 30
Model 0 test auc = 0.738110
Ensemble test auc = 0.738110
Fold 3
Model 0 best validation auc = 0.670423 on epoch 36
Model 0 test auc = 0.749548
Ensemble test auc = 0.749548
Fold 4
Model 0 best validation auc = 0.666667 on epoch 34
Model 0 test auc = 0.748344
Ensemble test auc = 0.748344
Fold 5
Model 0 best validation auc = 0.661972 on epoch 54
Model 0 test auc = 0.763998
Ensemble test auc = 0.763998
Fold 6
Model 0 best validation auc = 0.668545 on epoch 46
Model 0 test auc = 0.763396
Ensemble test auc = 0.763396
Fold 7
Model 0 best validation auc = 0.667136 on epoch 29
Model 0 test auc = 0.738712
Ensemble test auc = 0.738712
Fold 8
Model 0 best validation auc = 0.670423 on epoch 26
Model 0 test auc = 0.737508
Ensemble test auc = 0.737508
Fold 9
Model 0 best validation auc = 0.662441 on epoch 53
Model 0 test auc = 0.771824
Ensemble test auc = 0.771824
10-fold cross validation
	Seed 0 ==> test auc = 0.757977
	Seed 1 ==> test auc = 0.762191
	Seed 2 ==> test auc = 0.738110
	Seed 3 ==> test auc = 0.749548
	Seed 4 ==> test auc = 0.748344
	Seed 5 ==> test auc = 0.763998
	Seed 6 ==> test auc = 0.763396
	Seed 7 ==> test auc = 0.738712
	Seed 8 ==> test auc = 0.737508
	Seed 9 ==> test auc = 0.771824
Overall test auc = 0.753161 +/- 0.011798
Elapsed time = 0:03:12
